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ORCIDRafaela C. Brum
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2020 – today
- 2023
[b1]Rafaela C. Brum:
Multi-FedLS : A Scheduler of Federated Learning Applications in a Multi-Cloud Environment. (Multi-FedLS: un ordonnanceur d'applications d'apprentissage fédéré dans un environnement Multi-Cloud). Fluminense Federal University, Niteró, iBrazil, Brazil, 2023- [c7]Arthur B. Vasconcelos, Lúcia Maria de A. Drummond, Rafaela C. Brum, Aline Paes:
Exploring Federated Learning to Trace Depression in Social Media with Language Models. SBAC-PADW 2023: 24-30 - [i1]Rafaela C. Brum, Maria Clicia Stelling de Castro, Luciana Arantes, Lúcia Maria de A. Drummond, Pierre Sens:
Multi-FedLS: a Framework for Cross-Silo Federated Learning Applications on Multi-Cloud Environments. CoRR abs/2308.08967 (2023) - 2022
- [c6]Rafaela C. Brum, Pierre Sens, Luciana Arantes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond:
Towards a Federated Learning Framework on a Multi-Cloud Environment. SBAC-PADW 2022: 39-44 - [c5]Rafaela C. Brum, Pierre Sens, Luciana Arantes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond:
Optimizing Execution Time and Costs of Cross-Silo Federated Learning Applications with Datasets on different Cloud Providers. SBAC-PAD 2022: 253-262 - 2021
- [c4]Rafaela C. Brum, Walisson P. Sousa, Alba C. M. A. Melo
, Cristiana Bentes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond:
A Fault Tolerant and Deadline Constrained Sequence Alignment Application on Cloud-Based Spot GPU Instances. Euro-Par 2021: 317-333 - [c3]Rafaela C. Brum, Lúcia M. A. Drummond, Maria Clicia Stelling de Castro, George Teodoro:
Towards Optimizing Computational Costs of Federated Learning in Clouds. SBAC-PAD (Workshops) 2021: 35-40 - 2020
- [c2]Luan Teylo, Rafaela C. Brum, Luciana Arantes, Pierre Sens, Lúcia Maria de A. Drummond:
Developing Checkpointing and Recovery Procedures with the Storage Services of Amazon Web Services. ICPP Workshops 2020: 17:1-17:8
2010 – 2019
- 2019
- [c1]Rafaela C. Brum, Maria Clicia Stelling de Castro, Cristiane Faria:
Parallel Approaches in the Heavy Ball GMRES Method. SBAC-PAD 2019: 220-226
Coauthor Index
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